AI governance

Stage 1 · Lesson 5 of 8

NIST AI RMF and its Generative AI Profile

Why AI governance, and the rules

The NIST is free, voluntary guidance from the US National Institute of Standards and Technology. Version 1.0 came out on 26 January 2023 and, as of 2026, NIST says it is being revised. It has four functions.

Govern sets ownership, policies and culture. Map works out a system's context, purpose and who it affects. Measure assesses and tracks the risks.

Manage decides how to treat them. The Generative AI Profile (NIST AI 600-1, July 2024) applies this to risks specific to generative AI, such as (confident wrong answers), harmful content and data privacy. It is not a law, but it is the most widely used vocabulary for AI risk, including outside the US.

Common traptreating it as a checklist to tick; it is a way to organise decisions.

A question to check yourself, an AI practice session and 1 cheat sheet entry come with the full roadmap. Unlock

Resources for this stage

Start with· follow one of these

  • CoursePaid
    Grokking Modern AI Fundamentals

    Design Gurus · Beginner · $72 one-time

    How modern AI systems are built and where they fail, so the rules make sense in practice

  • CourseFree
    Ethics of AI (University of Helsinki)

    University of Helsinki · Beginner

    A free university course on accountability, transparency, fairness and harm, the ideas every framework builds on

Practise

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